• DocumentCode
    3670189
  • Title

    New perspectives on level-5 information fusion: The impact of advances in information technology and user behavior

  • Author

    David L. Hall;Sonya A. H. McMullen;Cristin M. Hall

  • Author_Institution
    The Pennsylvania State University, College of Information Sciences and Technology, University Park, 16802, USA
  • fYear
    2015
  • Firstpage
    214
  • Lastpage
    219
  • Abstract
    The Joint Directors of Laboratories (JDL) data fusion process model, originally introduced in 1991, defined four levels of information fusion functions to transform sensor data into usable information for analysts. In 2000, M. J. Hall, S.A. Hall and T. Tate [1] introduced the concept of a 5th-level of fusion processing to recognize the need for providing an intelligent interaction with system users. Since that time, significant advances have been made in information technology, behavioral changes in users, and new concepts in the role of the human in information fusion systems. This paper presents a review of these changes and perspectives on the evolution of the JDL level-5 process.
  • Keywords
    "Data integration","Data models","Analytical models","Collaboration","Internet","Computational modeling","Sensors"
  • Publisher
    ieee
  • Conference_Titel
    Multisensor Fusion and Integration for Intelligent Systems (MFI), 2015 IEEE International Conference on
  • Type

    conf

  • DOI
    10.1109/MFI.2015.7295811
  • Filename
    7295811